diff --git a/plot.ipynb b/plot.ipynb index 4b5fe30..7415e09 100644 --- a/plot.ipynb +++ b/plot.ipynb @@ -10,7 +10,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -121,7 +121,7 @@ "8 casual low angle 1 10.000000" ] }, - "execution_count": 2, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -768,7 +768,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -853,7 +853,7 @@ "7 bidirectional\\ntransactional\\nreaction 2" ] }, - "execution_count": 10, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -889,12 +889,12 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 7, "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -917,7 +917,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -1014,7 +1014,7 @@ "9 symbolic\\nattributive 5" ] }, - "execution_count": 18, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -1052,7 +1052,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 9, "metadata": {}, "outputs": [ { diff --git a/plots/narrative_processes.png b/plots/narrative_processes.png index 1545da6..f405e56 100644 Binary files a/plots/narrative_processes.png and b/plots/narrative_processes.png differ